PPaperPicks

Ping Zhang

Ohio State University, Columbus, OH, USA

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4601-0779 ↗Google Scholar ↗Homepage ↗

Venues

SIGKDD ×4AAAI ×3CHI ×3NeurIPS ×3CVPR ×1ICCV ×1IJCAI ×1UAI ×1

Frequent coauthors

Changchang Yin
×8
Yuanlong Wang
×6
Thai-Hoang Pham
×6
Bingsheng Yao
×5
Dakuo Wang
×5
Xueru Zhang
×4
Weidan Cao
×3
Jiayuan Chen
×3
Zheda Mai
×3
Wei-Lun Chao
×3
Jeffrey M. Caterino
×3
Pengqi Wang
×2

Papers

  1. Achieving Fairness Without Harm via Selective Demographic Experts
    AAAI 2026 ·
    Xuwei Tan
    ,
    Yuanlong Wang
    ,
    Thai-Hoang Pham
    , Ping Zhang,
    Xueru Zhang
  2. Exploring Collaboration Breakdowns Between Provider Teams and Patients in Post-Surgery Care
    CHI 2026 ·
    Bingsheng Yao
    ,
    Menglin Zhao
    ,
    Zhan Zhang
    ,
    Pengqi Wang
    ,
    Emma G. Chester
    ,
    Changchang Yin
    ,
    Tianshi Li
    ,
    Varun Mishra
    ,
    Lace M. K. Padilla
    ,
    Odysseas Chatzipanagiotou
    ,
    Timothy Pawlik
    , Ping Zhang,
    Weidan Cao
    ,
    Dakuo Wang
  3. A Deep Subgrouping Framework for Precision Drug Repurposing via Emulating Clinical Trials on Real-world Patient Data
    SIGKDD 2025 ·
    Seungyeon Lee
    ,
    Ruoqi Liu
    ,
    Feixiong Cheng
    , Ping Zhang
  4. CardioAI: A Multimodal AI-based System to Support Symptom Monitoring and Risk Prediction of Cancer Treatment-Induced Cardiotoxicity
    CHI 2025 ·
    Siyi Wu
    ,
    Weidan Cao
    ,
    Shihan Fu
    ,
    Bingsheng Yao
    ,
    Ziqi Yang
    ,
    Changchang Yin
    ,
    Varun Mishra
    ,
    Daniel Addison
    , Ping Zhang,
    Dakuo Wang
  5. Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines
    ICCV 2025 ·
    Jiayuan Chen
    ,
    Thai-Hoang Pham
    ,
    Yuanlong Wang
    , Ping Zhang
  6. Lessons and Insights from a Unifying Study of Parameter-Efficient Fine-Tuning (PEFT) in Visual Recognition
    CVPR 2025 ·
    Zheda Mai
    , Ping Zhang,
    Cheng-Hao Tu
    ,
    Hong-You Chen
    ,
    Quang-Huy Nguyen
    ,
    Li Zhang
    ,
    Wei-Lun Chao
  7. Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm
    AAAI 2025 ·
    Thai-Hoang Pham
    ,
    Yuanlong Wang
    ,
    Changchang Yin
    ,
    Xueru Zhang
    , Ping Zhang
  8. Revisiting Semi-Supervised Learning in the Era of Foundation Models
    NeurIPS 2025 · Ping Zhang,
    Zheda Mai
    ,
    Quang-Huy Nguyen
    ,
    Wei-Lun Chao
  9. SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors
    SIGKDD 2025 ·
    Yuanlong Wang
    ,
    Pengqi Wang
    ,
    Changchang Yin
    , Ping Zhang
  10. SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction
    SIGKDD 2025 ·
    Changchang Yin
    ,
    Shihan Fu
    ,
    Bingsheng Yao
    ,
    Thai-Hoang Pham
    ,
    Weidan Cao
    ,
    Dakuo Wang
    ,
    Jeffrey M. Caterino
    , Ping Zhang
  11. The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective
    NeurIPS 2025 ·
    Thai-Hoang Pham
    ,
    Jiayuan Chen
    ,
    Seungyeon Lee
    ,
    Yuanlong Wang
    ,
    Sayoko Moroi
    ,
    Xueru Zhang
    , Ping Zhang
  12. Fine-Tuning is Fine, if Calibrated
    NeurIPS 2024 ·
    Zheda Mai
    ,
    Arpita Chowdhury
    , Ping Zhang,
    Cheng-Hao Tu
    ,
    Hong-You Chen
    ,
    Vardaan Pahuja
    ,
    Tanya Y. Berger-Wolf
    ,
    Song Gao
    ,
    Charles V. Stewart
    ,
    Yu Su
    ,
    Wei-Lun Chao
  13. KG-TREAT: Pre-training for Treatment Effect Estimation by Synergizing Patient Data with Knowledge Graphs
    AAAI 2024 ·
    Ruoqi Liu
    ,
    Lingfei Wu
    , Ping Zhang
  14. Non-stationary Domain Generalization: Theory and Algorithm
    UAI 2024 ·
    Thai-Hoang Pham
    ,
    Xueru Zhang
    , Ping Zhang
  15. Predictive Modeling with Temporal Graphical Representation on Electronic Health Records
    IJCAI 2024 ·
    Jiayuan Chen
    ,
    Changchang Yin
    ,
    Yuanlong Wang
    , Ping Zhang
  16. Rethinking Human-AI Collaboration in Complex Medical Decision Making: A Case Study in Sepsis Diagnosis
    CHI 2024 ·
    Shao Zhang
    ,
    Jianing Yu
    ,
    Xuhai Xu
    ,
    Changchang Yin
    ,
    Yuxuan Lu
    ,
    Bingsheng Yao
    ,
    Melanie Tory
    ,
    Lace M. K. Padilla
    ,
    Jeffrey M. Caterino
    , Ping Zhang,
    Dakuo Wang
  17. SepsisLab: Early Sepsis Prediction with Uncertainty Quantification and Active Sensing
    SIGKDD 2024 ·
    Changchang Yin
    ,
    Pin-Yu Chen
    ,
    Bingsheng Yao
    ,
    Dakuo Wang
    ,
    Jeffrey M. Caterino
    , Ping Zhang